How real projects configure their agents

32,523 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
thomaspinder/Impulso thomaspinder.github.io Bayesian VAR and SVAR models in Python. 25 Claude Code, Codex, OpenCode 5 4,534 tok
farcasterxyz/collectible-casts 25 Claude Code 1 3,579 tok
a950523a/TES-Taiwan-Electric-Scooter-Charging-Controller a950523a.github.io Open-source DC fast-charging controller for Taiwan TES electric scooters — ESP32-S3, CAN, 25 Claude Code 1 30,265 tok
ideo/Rubber-Duck Lofi creative companion 25 Claude Code 1 1,515 tok
yamafaktory/formal A Lean 4 + Mathlib proof service for the agent working on your code 25 Claude Code 2 1,311 tok
gokr/nimcp A Nim library to easily make MCP servers for use by LLMs 25 Claude Code 1 1,143 tok
brian-ln/stealth-browser-mcp A MCP Server that provides browser access through playwright with "stealth mode" enabled. 25 Claude Code 1 303 tok
TJ-Frederick/TheologAI Bible and theological study MCP server 25 Claude Code, Codex, OpenCode 2 9,530 tok
FredShred7/whatsapp-mcp-server MCP server for WhatsApp Cloud API — send messages, read conversations, manage contacts, an 25 Claude Code 1 1,103 tok
feniix/pi-extensions feniix-hq.net Extensions, tools, and integrations for the pi coding agent. 25 Claude Code, Codex, OpenCode 3 1,666 tok
hermes-labs-ai/fidelis hermes-labs.ai Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and r 25 Claude Code, Codex, Gemini CLI 2 299 tok
ivfarias/ceo The CEO Agent Orchestration System 25 Claude Code, Codex 42 —
handarbeit/fabrik fabrik.handarbeit.io Drive Claude Code through an SDLC pipeline on your GitHub Project board — Specify → Resear 25 Claude Code 6 —
sruja-ai/sruja sruja.ai A CLI-first autonomous coding agent where the actor never grades itself. Every edit is gro 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,132 tok
sgaabdu4/building-flutter-apps Flutter clean architecture skill for AI agents. Riverpod 3.x codegen, Freezed 3.x sealed c 25 Claude Code, Codex, OpenCode 6 924 tok
agentkitai/agentlens agentkitai.github.io Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evide 25 Claude Code 41 —
Squid-Proxy-Lovers/ccp spl.team Cephalopod Coordination Protocol (CCP) is a Rust-based client-server protocol for fast, re 25 Claude Code, Codex, OpenCode 2 1,482 tok
nitsan-technologies/ns_t3af t3planet.de MCP-first AI foundation for TYPO3. Bring AI agents into TYPO3, on your terms. 25 Claude Code, Codex, OpenCode 5 1,082 tok
ShreyPaharia/octomux octomux.com Local dashboard to run parallel Claude Code & Cursor agents — kanban fleet view, one permi 25 Claude Code 4 11,253 tok
agentharnesses/agentharnesses agentharnesses.io A standard for Agent Harnesses 25 Claude Code 2 —
aws-samples/sample-agentic-chatbot-accelerator A full-stack agentic harness on AWS — spin up multi-agent chatbots, voice-to-voice AI, RAG 25 Claude Code 12 1,413 tok
superfly/sprites-ex sprites.dev Elixir SDK for Fly.io Sprites: computers for agents. Manage Sprites and run remote command 25 Claude Code 1 504 tok
gohypergiant/agent-skills agent-skills.accelint.io A collection of skills for AI coding agents. Skills are packaged instructions and scripts 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,658 tok
Gusto/baerly-storage medium.com Document database with no database server. Tiny, LLM-friendly TypeScript API; DB engine ru 25 Claude Code, Codex, OpenCode 6 6,967 tok
raoulbia-ai/claude-recall 25 Claude Code 1 —
weiserman/rap-skills Claude Code skills for SAP RAP development — branch-per-scenario for BTP, S/4HANA Cloud, a 25 Claude Code 1 —
AlphaBitCore/nexus-gateway alphabitcore.com Enterprise AI traffic gateway — unified compliance, routing across 20+ LLM providers, sema 25 Claude Code 18 6,752 tok
Jermolene/twillm A TiddlyWiki-based LLM knowledge base 25 Claude Code 1 1,206 tok
jmanhype/awesome-claude-code 🎨 Awesome list of Claude Code plugins, MCP servers, editor integrations, and resources 25 Claude Code 1 525 tok
izzoa/polyrouter polyrouter.app A self-hostable LLM router / gateway: OpenAI- and Anthropic-compatible, explicit-first rou 25 Claude Code, Codex, OpenCode 22 3,599 tok
gzoonet/cortex Local-first knowledge graph for developers. Watches your files, builds a knowledge graph w 25 Claude Code 1 2,316 tok
umage-ai/CodeShellManager umage.ai Workspace manager for AI coding shells and agents. 25 Claude Code 1 35,828 tok
XeldarAlz/everything-claude-unity The ultimate Claude Code toolkit for Unity — 20 AI agents, 22 slash commands, 41 skills, a 25 Claude Code 7 446 tok
HYH926/smart-learn Smart Learn - Claude Code interactive learning skill. Feynman Technique five-step pipeline 25 Claude Code 5 —
vargHQ/skills varg.ai 73 AI video skills for Claude Code, Codex, Grok, Cursor and Gemini CLI: UGC ads, product v 25 Claude Code, Codex, Gemini CLI, OpenCode 3 3,840 tok
chengzuopeng/ccgauge ccgauge.linkdiary.cn Claude Code & Codex Dashboard — local web UI for Cluade & Codex token usage and cost. npx 25 Claude Code, Codex, OpenCode 2 9,755 tok
hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc 25 Claude Code, Codex, Gemini CLI, OpenCode 5 807 tok
kamwoh/yume A programmable, explicit world model on Godot — worlds are pure JSON run by a fixed primit 25 Claude Code 43 4,552 tok
stacklok/toolhive-catalog ToolHive's registry catalog of MCP servers 25 Claude Code 1 377 tok
airbone42/360-data-athlete This is a coding experiment with multi-agent systems, using sport training as the problem 25 Claude Code 2 27,048 tok
aiappsgbb/kratos-agent 25 Claude Code, Codex, OpenCode 3 5,227 tok
eliranwong/biblemate biblemate.ai BibleMate AI is an autonomous AI agent able to make plans and execute multiple steps to co 25 Claude Code 1 801 tok
afiqiqmal/claude-security-audit Claude Code slash command for white-box security auditing with OWASP Top 10:2025 and NIST 25 Claude Code 1 828 tok
WebMCP-org/mcp-ui-webmcp MCP UI WebMCP - Chat UI and MCP Server applications 25 Claude Code, Codex, OpenCode 2 1,401 tok
xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod 25 Claude Code, Codex, Cursor, OpenCode 3 2,967 tok
jstxn/agentdir Local-first Maildir-inspired work mailstore for software agents 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,038 tok
KatherLab/llmaixweb A web interface for the LLMAIx framework. Information Extraction. 25 Claude Code, Codex, OpenCode 2 10,404 tok
earthwalker17/agent-os Local-first AI project OS that turns coding models into reliable software agents with memo 25 Claude Code 1 2,447 tok
codearranger/claude-legal Pro-se / civil-practice drafting plugins for Claude Code: pleadings, motions, and orders f 25 Claude Code 1 13,362 tok
itsadrianxv/quant-strategy-builder-skill An agent SKILL for designing quantitative trading strategies 25 Claude Code, Codex, OpenCode 23 331 tok